{"name":"Learnetto AI directory","description":"A practical directory of AI educators, learning paths, courses, videos, guides, repos, official docs, and resources.","canonical_url":"https://learnetto.com/","generated_on":"2026-06-20","language":"en","crawler_entry_points":{"llms_txt":"https://learnetto.com/llms.txt","sitemap":"https://learnetto.com/sitemap.xml","search":"https://learnetto.com/search","json_feed":"https://learnetto.com/ai-directory.json"},"primary_pages":[{"title":"AI search","url":"https://learnetto.com/search","description":"Search across educators, skills, learning paths, courses, guides, videos, books, docs, and repos."},{"title":"AI educators","url":"https://learnetto.com/ai-educators","description":"Independent educators, operators, builders, researchers, organizations, and practitioners who teach practical AI skills."},{"title":"AI learning guides","url":"https://learnetto.com/ai-guides","description":"Answer-focused guide pages for common AI learning 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AI provider docs are actually worth bookmarking?","Where can I compare current model catalogs without relying on screenshots or blog posts?","Which primary-source docs cover coding agents, MCP, deep research, and model routing?"],"recommended_resources":[]},{"title":"Best AI educators for developers","url":"https://learnetto.com/ai-guides/best-ai-educators-for-developers","intent":"Build LLM apps, agents, RAG systems, local model tools, and AI workflows.","topics":["developers","ai engineering","coding","llm apps"],"questions":["Which AI educators are best for software developers?","How do I move from API demos to useful AI apps?","Which resources teach coding with AI and LLM app architecture?"],"recommended_resources":[]},{"title":"Best AI resources for MCP and context engineering","url":"https://learnetto.com/ai-guides/best-ai-resources-for-mcp-and-context-engineering","intent":"Learn skills, memories, subagents, MCP servers, and context design for coding agents and tool-connected AI 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tradeoffs.","topics":["local models","open models","inference","quantization"],"questions":["How do I learn local LLMs?","Which tools should I use to run models locally?","When are local models useful?"],"recommended_resources":[]},{"title":"Best AI resources for automation","url":"https://learnetto.com/ai-guides/best-ai-resources-for-automation","intent":"Build repeatable AI workflows with tools, APIs, agents, and no-code platforms.","topics":["automation","ai workflows","no-code tools","workflow design"],"questions":["How can I automate work with AI?","Which educators teach practical AI workflows?","What should I automate first?"],"recommended_resources":[]},{"title":"Best AI resources for creative AI","url":"https://learnetto.com/ai-guides/best-ai-resources-for-creative-ai","intent":"Learn generative image, video, and media workflows.","topics":["creative ai","generative video","image generation","ai media workflows"],"questions":["Where should creative teams learn AI?","Which 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research","url":"https://learnetto.com/ai-guides/best-ai-resources-for-ai-search-and-deep-research","intent":"Learn grounded search, citations, web research agents, and deep-research workflows.","topics":["ai search","deep research","sonar","search grounding","research workflows"],"questions":["Which official docs are best for AI search and grounded answers?","How do I compare Perplexity, Gemini Deep Research, and other research-oriented tools?","What should I learn before building cited research workflows?"],"recommended_resources":[]},{"title":"Best AI resource directories and discovery feeds","url":"https://learnetto.com/ai-guides/best-ai-resource-directories","intent":"Find useful AI tools, educators, papers, talks, and courses.","topics":["tool discovery","research discovery","ai news","workflow discovery"],"questions":["Where can I discover AI resources?","Which directories are useful and which need verification?","How do I avoid shallow AI content?"],"recommended_resources":[]},{"title":"Best AI agent courses","url":"https://learnetto.com/ai-guides/best-ai-agent-courses","intent":"Compare practical courses for learning AI agents, tool use, LangGraph, crewAI, and agentic workflow design.","topics":["agents","agentic ai","langgraph","crewai","tool use"],"questions":["What is the best AI agent course for developers?","Which AI agent course should I take before building with tools?","Should I learn LangGraph, crewAI, or a general agent course first?"],"quick_answer":"Start with AI Agents in LangGraph if you code and want stateful agent patterns. Use Microsoft AI Agents for Beginners or Hugging Face Agents Course if you want a broader free path. Add crewAI when you specifically want role-based multi-agent workflows.","recommended_resources":["AI Agents in LangGraph","Multi AI Agent Systems with crewAI","Microsoft AI Agents for Beginners","Hugging Face Agents Course","OpenAI Agents SDK"]},{"title":"Best MCP courses and tutorials","url":"https://learnetto.com/ai-guides/best-mcp-courses-and-tutorials","intent":"Find courses and official resources for learning Model Context Protocol, MCP servers, tool integrations, and context engineering.","topics":["mcp","model context protocol","context engineering","tools","agents"],"questions":["What is the best MCP course?","Where should developers learn Model Context Protocol?","Which MCP tutorial should I use before building an agent tool?"],"quick_answer":"Use DeepLearning.AI's Anthropic MCP course for a short hands-on path, Hugging Face's MCP Course for a free structured course, and the official Anthropic/OpenAI docs when you need implementation details for production agent tools.","recommended_resources":["MCP: Build Rich-Context AI Apps with Anthropic","Hugging Face MCP Course","Model Context Protocol Tutorial","OpenAI MCP and connectors","Anthropic MCP guide"]},{"title":"Best AI agent evaluation courses","url":"https://learnetto.com/ai-guides/best-ai-agent-evaluation-courses","intent":"Learn how to test, trace, score, and improve AI agents and multi-step LLM workflows.","topics":["agent evals","evals","agents","tracing","reliability"],"questions":["How do I evaluate AI agents?","What course teaches agent evals?","Which resources explain LLM evals for multi-step workflows?"],"quick_answer":"Start with Evaluating AI Agents if you need a course, then use OpenAI agent evals, Hamel Husain, Phoenix, or Promptfoo to build practical traces, graders, regression tests, and red-team checks.","recommended_resources":["Evaluating AI Agents","OpenAI Evaluate agent workflows","LLM Evals","AI evals with Phoenix","Promptfoo red teaming"]},{"title":"Best coding agent courses","url":"https://learnetto.com/ai-guides/best-coding-agent-courses","intent":"Compare courses and resources for learning coding agents, tool execution, codebase context, tests, and agent-ready software work.","topics":["coding agents","ai coding","tool execution","developer tools","agentic workflows"],"questions":["What is the best course for learning coding agents?","How do coding agents use tools and tests?","How should developers learn Claude Code, Codex, and agentic coding workflows?"],"quick_answer":"Use Building Coding Agents with Tool Execution to understand how coding agents work under the hood. Use Claude Code, Codex docs, and Matt Pocock's agentic coding material to improve daily software workflows.","recommended_resources":["Building Coding Agents with Tool Execution","Claude Code: A Highly Agentic Coding Assistant","OpenAI Codex","AI Skills for Real Engineers","How To Make Codebases AI Agents Love"]},{"title":"Best Claude Code courses and tutorials","url":"https://learnetto.com/ai-guides/best-claude-code-courses-and-tutorials","intent":"Find practical Claude Code courses, videos, docs, and workflows for real codebases.","topics":["claude code","anthropic","coding agents","ai coding","developer tools"],"questions":["What is the best Claude Code course?","How do I learn Claude Code for a real codebase?","Which Claude Code tutorial should beginners start with?"],"quick_answer":"Start with the DeepLearning.AI Claude Code course or Peter Yang's beginner tutorial, then use Anthropic docs and real-world feature-build walkthroughs to learn planning, editing, testing, and review habits.","recommended_resources":["Claude Code: A Highly Agentic Coding Assistant","Claude Code overview","Claude Code Beginner's Tutorial","20 Tips to Master Claude Code in 35 Minutes","Real-world feature build with Claude Code: every step explained"]},{"title":"Best RAG courses for developers","url":"https://learnetto.com/ai-guides/best-rag-courses-for-developers","intent":"Compare courses for learning retrieval augmented generation, embeddings, chunking, vector search, reranking, and RAG evaluation.","topics":["rag","retrieval","embeddings","vector search","reranking"],"questions":["What is the best RAG course for developers?","How should I learn retrieval augmented generation?","Which RAG resources explain evaluation and retrieval quality?"],"quick_answer":"Start with a basic retrieval or vector-search course if RAG is new, then use Building and Evaluating Advanced RAG Applications when you need better retrieval quality, evaluation, and production patterns.","recommended_resources":["Building and Evaluating Advanced RAG Applications","RAG and LlamaIndex","Vector search and Weaviate","Pinecone Learn: Retrieval-Augmented Generation","OpenAI Retrieval guide"]},{"title":"Best AI engineering courses for developers","url":"https://learnetto.com/ai-guides/best-ai-engineering-courses-for-developers","intent":"Find courses and resources for moving from LLM demos to reliable AI engineering with agents, RAG, evals, observability, and production workflows.","topics":["ai engineering","llm apps","production","evals","agents"],"questions":["What are the best AI engineering courses for developers?","How do I move from LLM demos to production AI apps?","Which AI engineering roadmap should software engineers follow?"],"quick_answer":"Use AI Hero or LangChain courses for app-building practice, Chip Huyen and Full Stack Deep Learning for production judgment, and eval/observability resources once your demo needs to survive real users.","recommended_resources":["AI SDK v6 Crash Course","The AI Engineer Roadmap","LangChain for LLM Application Development","AI Engineering","Full Stack Deep Learning lecture"]},{"title":"Best AI product management courses","url":"https://learnetto.com/ai-guides/best-ai-product-management-courses","intent":"Compare courses and resources for PMs learning AI product strategy, use-case selection, evaluation, UX, and team adoption.","topics":["ai product","product management","ai adoption","product strategy","evals"],"questions":["What is the best AI product management course?","How should product managers learn AI?","Which AI course helps PMs ship useful AI features?"],"quick_answer":"Use Duke's AI Product Management Specialization for a structured path, Peter Yang and Lenny Rachitsky for operator examples, and eval resources when product quality has to be measured rather than guessed.","recommended_resources":["AI Product Management Specialization","AI Powered Product Skills for Executives and GMs","Generative AI for Everyone","Maven AI courses","Lenny's Newsletter How I AI"]},{"title":"Best AI automation courses for founders","url":"https://learnetto.com/ai-guides/best-ai-automation-courses-for-founders","intent":"Find practical AI automation resources for founders, operators, and small teams building repeatable workflows.","topics":["automation","founder workflows","ai workflows","business systems","agents"],"questions":["What are the best AI automation courses for founders?","How can a founder learn AI workflows?","Which AI automation resources are useful for small teams?"],"quick_answer":"Founders should start with one repeatable workflow, not a broad AI curriculum. Use Craig Hewitt, Builder Methods, Initial Commit, Maven automation courses, or Relevance AI when you want examples tied to real business operations.","recommended_resources":["AI Automation for Business Leaders and Operations Managers","Craig Hewitt YouTube: 100 Days of AI","Builder Methods","Initial Commit","Relevance AI Academy"]},{"title":"Best AI search and deep research courses","url":"https://learnetto.com/ai-guides/best-ai-search-and-deep-research-courses","intent":"Learn AI search, grounded answers, citation workflows, deep research agents, and research-oriented APIs.","topics":["ai search","deep research","grounded answers","research workflows","sonar"],"questions":["What are the best resources for learning AI search?","How do I learn deep research workflows?","Which courses or docs explain grounded AI answers with citations?"],"quick_answer":"Use primary-source docs from Perplexity, Google, and OpenAI first because AI search products change quickly. Then build a small cited research workflow and evaluate whether sources, summaries, and follow-up questions are reliable.","recommended_resources":["Perplexity Deep Research and Search API docs","Perplexity Sonar models","Gemini Deep Research preview","OpenAI Retrieval guide","Perplexity MCP server overview"]}],"learning_paths":[{"title":"AI foundations","url":"https://learnetto.com/ai-learning-paths/foundations","audience":"Everyone","level":"Beginner","outcome":"You can explain what LLMs are good at, where they fail, and how to use them safely on real work.","steps":["Get the mental model","Practice safe use","Pick a direction"]},{"title":"Prompting and writing","url":"https://learnetto.com/ai-learning-paths/prompting","audience":"Writers, operators, PMs, founders","level":"Beginner to intermediate","outcome":"You can design prompts with role, task, context, examples, constraints, and review loops.","steps":["Frame the task","Build loops","Package reusable 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bar"]},{"title":"Context engineering and MCP","url":"https://learnetto.com/ai-learning-paths/context-engineering","audience":"Developers using coding agents and tool-connected workflows","level":"Intermediate to advanced","outcome":"You can decide what belongs in instructions, retrieval, tools, MCP, subagents, or project files.","steps":["Separate context types","Expose tools deliberately","Keep it testable"]},{"title":"RAG and knowledge systems","url":"https://learnetto.com/ai-learning-paths/rag","audience":"Developers building AI apps","level":"Intermediate","outcome":"You can design ingestion, chunking, retrieval, reranking, citation, and answer-quality checks.","steps":["Model the knowledge","Retrieve the right context","Ground the answer"]},{"title":"Evals and reliability","url":"https://learnetto.com/ai-learning-paths/evals","audience":"AI product teams","level":"Intermediate","outcome":"You can define task examples, expected behavior, graders, traces, regressions, and review workflows.","steps":["Collect examples","Choose graders","Run regressions"]},{"title":"Model internals","url":"https://learnetto.com/ai-learning-paths/model-internals","audience":"Engineers who want deeper understanding","level":"Intermediate to advanced","outcome":"You can read model architecture explanations and implement small training loops with less mystery.","steps":["Build intuition","Implement small pieces","Connect to modern models"]},{"title":"Production AI engineering","url":"https://learnetto.com/ai-learning-paths/production","audience":"Engineering teams","level":"Intermediate to advanced","outcome":"You can plan a production stack for prompts, models, retrieval, evals, tracing, deployment, and operations.","steps":["Instrument the system","Control releases","Operate the loop"]},{"title":"Strategy and adoption","url":"https://learnetto.com/ai-learning-paths/strategy","audience":"Leaders, managers, founders","level":"Beginner to intermediate","outcome":"You can identify high-value use cases, set guardrails, teach habits, and measure adoption.","steps":["Find real leverage","Set guardrails","Build team habits"]},{"title":"Frontier models and model selection","url":"https://learnetto.com/ai-learning-paths/frontier-models","audience":"Builders choosing between Claude, GPT, Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, Perplexity, and hosted open models","level":"Intermediate","outcome":"You can build a small model-selection matrix and test candidates against your own tasks.","steps":["Define the job","Compare primary docs","Run your own eval"]}],"featured_resources":[{"title":"Gemini coding agents with MCP and Skills","url":"https://ai.google.dev/gemini-api/docs/coding-agents","source":"Google AI for Developers","type":"Guide","level":"Intermediate","topics":["gemini","coding agents","mcp","skills","developer tools","context engineering"],"use_when":"You want the newest official Gemini guide for wiring docs MCP, installable skills, and 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subagent workloads."},{"title":"A Complete Guide To AGENTS.md","url":"https://www.aihero.dev/a-complete-guide-to-agents-md","source":"Matt Pocock","type":"Guide","level":"Intermediate","topics":["agents.md","context engineering","ai coding","agentic workflows"],"use_when":"You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries."},{"title":"Claude Code overview","url":"https://docs.anthropic.com/en/docs/claude-code/overview","source":"Anthropic","type":"Guide","level":"Intermediate","topics":["claude code","coding agents","developer tools","automation","coding"],"use_when":"You want practical docs for using Claude as a coding agent across a real codebase and toolchain."},{"title":"OpenAI MCP and connectors","url":"https://developers.openai.com/api/docs/guides/tools-connectors-mcp","source":"OpenAI","type":"Guide","level":"Intermediate","topics":["openai","mcp","connectors","agents","tool use","coding 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